Connor W. Coley

Analyzing Learned Molecular Representations for Property Prediction

Kevin Yang, Kyle Swanson, Wengong Jin et al. · Journal of Chemical Information and Modeling · 2019 · 1.6K citations · Full text

Geometric Learning, Engineering, Machine Learning +16

A robotic platform for flow synthesis of organic compounds informed by AI planning

Connor W. Coley, Dale A. Thomas, Justin A. M. Lummiss et al. · Science · 2019 · 1K citations

Prediction of Organic Reaction Outcomes Using Machine Learning

Connor W. Coley, Regina Barzilay, Tommi Jaakkola et al. · ACS Central Science · 2017 · 774 citations · Full text

Artificial Intelligence, Sequence Modelling, Engineering +15

Machine Learning in Computer-Aided Synthesis Planning

Connor W. Coley, William H. Green, Klavs F. Jensen · Accounts of Chemical Research · 2018 · 733 citations

A graph-convolutional neural network model for the prediction of chemical reactivity

Connor W. Coley, Wengong Jin, Luke Rogers et al. · Chemical Science · 2018 · 678 citations · Full text